{"meta":{"query_hash":"dde97c81dad4","filters":{"venue":"International Journal of Multiple Research Approaches"},"cohort_total":28,"direct_labels_cover":1,"predictions_cover":28,"exported":28,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/dde97c81dad4","api":"https://metacan.xera.ac/api/v1/cohort?venue=International+Journal+of+Multiple+Research+Approaches"},"results":[{"id":"W1968382721","doi":"10.5172/mra.2014.8.1.74","title":"What constitutes effective learning experiences in a mixed methods research course? An examination from the student perspective","year":2014,"lang":"en","type":"article","venue":"International Journal of Multiple Research Approaches","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Perspective (graphical); Course (navigation); Multimethodology; Project commissioning; Qualitative research; Qualitative property; Psychology; Medical education; Publishing; Mathematics education; Engineering ethics; Management science; Computer science; Engineering; Sociology; Medicine; Social science; Political science; Artificial intelligence","score_opus":0.7982175798703056,"score_gpt":0.7516681629489378,"score_spread":0.046549416921367825,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1968382721","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":"methods","model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":"methods","domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8090769,0.0029700033,0.03166041,0.051257227,0.00049873255,0.0006503133,0.000056777862,0.00012516534,0.103704385],"genre_scores_gemma":[0.9817908,0.0010990286,0.011981064,0.002380288,0.00014422237,0.0003323655,0.000024985391,0.00003242063,0.0022148923],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.935019,0.052405596,0.0018998408,0.001373727,0.0065365382,0.002765267],"domain_scores_gemma":[0.91677874,0.059452564,0.005888822,0.004940643,0.005563471,0.007375852],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.055090167,0.0004127674,0.000555679,0.001983202,0.0038171893,0.017258702,0.0016927731,0.0025489829,0.0026669644],"category_scores_gemma":[0.08966358,0.00043688877,0.0004869767,0.0012096945,0.007116751,0.011002829,0.00901299,0.0024739148,0.0003634085],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012030128,0.0013699253,0.04874865,0.0012665255,0.00007107481,0.0016389466,0.6255367,0.00022150237,0.0022535794,0.057941552,0.004816146,0.2560152],"study_design_scores_gemma":[0.000043754924,0.00081408647,0.043480843,0.0025599552,0.000081499216,0.0028489663,0.8084526,0.0011766847,0.0029768576,0.042445753,0.095043354,0.00007560959],"about_ca_topic_score_codex":0.0003882067,"about_ca_topic_score_gemma":0.0008631574,"teacher_disagreement_score":0.9449098,"about_ca_system_score_codex":0.0031906883,"about_ca_system_score_gemma":0.005298878,"threshold_uncertainty_score":0.29134816},"labels":[],"label_agreement":null},{"id":"W1973930025","doi":"10.5172/mra.2012.6.2.125","title":"Triangulation in Canadian doctoral dissertations on aging","year":2012,"lang":"en","type":"article","venue":"International Journal of Multiple Research Approaches","topic":"Data Analysis and Archiving","field":"Social Sciences","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Alberta Health Services; University of Calgary","funders":"","keywords":"Triangulation; Inclusion (mineral); Field (mathematics); Sociology; Psychology; Social science; Geography; Cartography; Mathematics","score_opus":0.39203335006598783,"score_gpt":0.4876039345570736,"score_spread":0.0955705844910858,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1973930025","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":"methods","model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":"methods","domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.20405315,0.42010123,0.054985195,0.10973843,0.011279288,0.011675372,0.008785672,0.00035313368,0.17902854],"genre_scores_gemma":[0.60888815,0.24425603,0.090504214,0.011771318,0.0012515091,0.0073709227,0.004603546,0.00044577394,0.030908551],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.80028445,0.10389341,0.024117822,0.009269032,0.057037678,0.0053975424],"domain_scores_gemma":[0.54510164,0.18627997,0.04232257,0.019115191,0.19858423,0.008596424],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.18053408,0.0008464947,0.0021505593,0.03275067,0.026978066,0.015482753,0.003987819,0.0021648481,0.0068259784],"category_scores_gemma":[0.36172968,0.0012386345,0.0016452114,0.0598753,0.0127123445,0.0058626006,0.012610411,0.0028458366,0.00085460936],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002029087,0.00004447271,0.022637377,0.02269882,0.00029897742,0.0010381681,0.5420426,0.00038344326,0.0011808755,0.03921149,0.045877174,0.32438362],"study_design_scores_gemma":[0.000043318872,0.00006998153,0.043712195,0.029749906,0.00022121497,0.0006799659,0.2787456,0.00029637624,0.00092361745,0.011364465,0.63395005,0.00024330146],"about_ca_topic_score_codex":0.6748606,"about_ca_topic_score_gemma":0.81647396,"teacher_disagreement_score":0.9141411,"about_ca_system_score_codex":0.085858904,"about_ca_system_score_gemma":0.2558784,"threshold_uncertainty_score":0.95476687},"labels":[],"label_agreement":null},{"id":"W1977675898","doi":"10.5172/mra.455.2.1.2","title":"Methodological congruence in complex and collaborative mixed method studies","year":2008,"lang":"en","type":"article","venue":"International Journal of Multiple Research Approaches","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":37,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Congruence (geometry); Psychology; Multimethodology; Triangulation; Management science; Project commissioning; Computer science; Social psychology; Publishing; Engineering; Mathematics; Political science","score_opus":0.9830704965784264,"score_gpt":0.7937233011850164,"score_spread":0.18934719539340994,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1977675898","genre_codex":"methods","genre_gemma":"empirical","domain_codex":"methods","domain_gemma":"methods","model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":"methods","domain_consensus":"methods","prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0309046,0.009167341,0.9115175,0.006126301,0.0015632194,0.031429302,0.0002343263,0.0003056981,0.008751727],"genre_scores_gemma":[0.15836601,0.0012941209,0.7767571,0.0013835818,0.0004510832,0.061169166,0.00011245689,0.000112139984,0.00035437683],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.053152956,0.8353584,0.0589654,0.013388746,0.037921812,0.0012126782],"domain_scores_gemma":[0.08166359,0.7822362,0.04113049,0.06291001,0.030281583,0.0017782213],"candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.7653547,0.0020241828,0.005810553,0.020308623,0.009288974,0.019725772,0.007329052,0.0063069696,0.002156087],"category_scores_gemma":[0.845741,0.0033145598,0.003625666,0.018112382,0.027557515,0.010399694,0.020492757,0.006055467,0.00039203168],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016602958,0.000525858,0.028235666,0.021562496,0.0036489165,0.0010873833,0.23199712,0.004658702,0.0024270911,0.406022,0.0035571498,0.29461735],"study_design_scores_gemma":[0.0018891436,0.0024560532,0.020697333,0.02750449,0.0019726267,0.0015634837,0.059604637,0.030248486,0.0062580695,0.76963615,0.07733802,0.0008314558],"about_ca_topic_score_codex":0.002453629,"about_ca_topic_score_gemma":0.0039979876,"teacher_disagreement_score":0.2346453,"about_ca_system_score_codex":0.01141364,"about_ca_system_score_gemma":0.02242999,"threshold_uncertainty_score":0.2893595},"labels":[],"label_agreement":null},{"id":"W2015236281","doi":"10.5172/mra.2013.7.2.250","title":"Methodological challenges in studying urban Aboriginal homelessness","year":2013,"lang":"en","type":"article","venue":"International Journal of Multiple Research Approaches","topic":"Homelessness and Social Issues","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of British Columbia; University of Calgary","funders":"","keywords":"Project commissioning; Context (archaeology); Sociology; Colonialism; Politics; Population; Identity (music); Political science; Criminology; Economic growth; Publishing; Geography; Law","score_opus":0.7597584508368928,"score_gpt":0.5776851312399668,"score_spread":0.18207331959692596,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2015236281","genre_codex":"empirical","genre_gemma":"methods","domain_codex":null,"domain_gemma":"methods","model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":null,"domain_candidate":"methods","domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.41535616,0.041355293,0.25583237,0.09531905,0.0076315035,0.091271825,0.0027488414,0.00035301427,0.09013188],"genre_scores_gemma":[0.5257775,0.008639035,0.2858767,0.016564276,0.0012817275,0.15383923,0.00043782103,0.00016934438,0.0074143535],"study_design_codex":"qualitative","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.7137765,0.2442423,0.01697302,0.004561891,0.017368445,0.0030778938],"domain_scores_gemma":[0.7810925,0.15703154,0.011900948,0.01397058,0.03233556,0.0036689034],"candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.27752423,0.0011328388,0.0020902846,0.007680354,0.015589595,0.007598602,0.0069456403,0.0021339597,0.0040079383],"category_scores_gemma":[0.25280374,0.0012621375,0.0010079992,0.007770893,0.01324382,0.002874881,0.009474246,0.0028344684,0.00053764856],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006818685,0.00094590907,0.07023963,0.015858928,0.0006227981,0.002641658,0.6264663,0.001722639,0.00332767,0.08731819,0.0154584795,0.17471601],"study_design_scores_gemma":[0.00035455253,0.0010742125,0.061425645,0.014008057,0.00053108827,0.0010636642,0.75205344,0.0022140206,0.0023297837,0.054734662,0.10995651,0.00025435144],"about_ca_topic_score_codex":0.1555124,"about_ca_topic_score_gemma":0.30110914,"teacher_disagreement_score":0.72247577,"about_ca_system_score_codex":0.012753818,"about_ca_system_score_gemma":0.03685749,"threshold_uncertainty_score":0.89094126},"labels":[],"label_agreement":null},{"id":"W2020541577","doi":"10.5172/mra.2012.6.3.314","title":"Exploring the role of the mixed methods practitioner within educational research teams: A cross-case comparison of the research planning process","year":2012,"lang":"en","type":"article","venue":"International Journal of Multiple Research Approaches","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Legitimation; Multimethodology; Process (computing); Project commissioning; Psychology; Class (philosophy); Educational psychology; Work (physics); Sociology; Publishing; Knowledge management; Management science; Pedagogy; Computer science; Engineering; Political science","score_opus":0.9556138020193898,"score_gpt":0.78912828636399,"score_spread":0.16648551565539982,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2020541577","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":"methods","model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":"methods","domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8490255,0.0023922408,0.10987779,0.011204533,0.0002685177,0.005050772,0.00003879725,0.00013718716,0.022004608],"genre_scores_gemma":[0.93703496,0.0009986272,0.0557874,0.00082172255,0.000037549242,0.0033335192,0.0000266752,0.000044832595,0.0019147483],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.6882766,0.28594503,0.0069902055,0.0041746497,0.009140096,0.005473396],"domain_scores_gemma":[0.627491,0.3153799,0.015000475,0.017059842,0.016647916,0.008420798],"candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.21576382,0.0006000544,0.0007860397,0.0061588353,0.017604398,0.015757494,0.00362701,0.004160268,0.0021427232],"category_scores_gemma":[0.2404317,0.001536934,0.0010783934,0.0034436504,0.012501621,0.012690447,0.015098686,0.004290864,0.0005124833],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019929443,0.00046655233,0.017570782,0.0006267284,0.00003941729,0.0021635662,0.86442816,0.00037438425,0.0013221031,0.017191397,0.00042854916,0.095189005],"study_design_scores_gemma":[0.00010551965,0.000965443,0.012517267,0.001564066,0.00005823143,0.0027679694,0.94050854,0.0023108213,0.0022966955,0.012945898,0.023847817,0.00011178712],"about_ca_topic_score_codex":0.0024326467,"about_ca_topic_score_gemma":0.005310938,"teacher_disagreement_score":0.7842362,"about_ca_system_score_codex":0.009137757,"about_ca_system_score_gemma":0.023476996,"threshold_uncertainty_score":0.9671028},"labels":[],"label_agreement":null},{"id":"W2025768070","doi":"10.5172/mra.2012.6.3.332","title":"Epilogue","year":2012,"lang":"en","type":"article","venue":"International Journal of Multiple Research Approaches","topic":"Educational Assessment and Improvement","field":"Decision Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Documentation; Presentation (obstetrics); Multimethodology; Content analysis; Data presentation; Publishing; Project commissioning; Focus (optics); Descriptive statistics; Library science; Computer science; Data science; Psychology; Sociology; Mathematics education; Social science; Geography; Statistics; Political science; Mathematics; Medicine","score_opus":0.7885766103950784,"score_gpt":0.5787924218173365,"score_spread":0.20978418857774195,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2025768070","genre_codex":"dataset","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0037435465,0.012307701,0.010161619,0.14834566,0.1285945,0.02472333,0.37610924,0.0033995635,0.29261494],"genre_scores_gemma":[0.046606593,0.023437453,0.027210325,0.200905,0.030440085,0.08029351,0.13940032,0.002883232,0.4488234],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99218035,0.0036778548,0.0015759758,0.0006171392,0.0014312303,0.00051742326],"domain_scores_gemma":[0.949668,0.025201386,0.002814425,0.004248034,0.0152857425,0.0027824505],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.010831535,0.0008170063,0.0011636019,0.00536278,0.0012662986,0.0028576467,0.0018455489,0.0033145314,0.4427261],"category_scores_gemma":[0.10072251,0.00052918406,0.0015512472,0.0030837522,0.000822703,0.0033328591,0.0028854513,0.0032594798,0.09798104],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004176164,0.000027749044,0.00046809326,0.006454126,0.000031484655,0.00015275051,0.00018213347,0.00007430251,0.00007121615,0.003797045,0.9292202,0.05910326],"study_design_scores_gemma":[0.00013514585,0.00005994928,0.0012683646,0.004115274,0.000028613582,0.00017287661,0.00024763925,0.000061022405,0.000109806075,0.0035060958,0.9902734,0.000021881813],"about_ca_topic_score_codex":0.0029330072,"about_ca_topic_score_gemma":0.003243644,"teacher_disagreement_score":0.55727386,"about_ca_system_score_codex":0.0023388,"about_ca_system_score_gemma":0.008144788,"threshold_uncertainty_score":0},"labels":[],"label_agreement":null},{"id":"W2031008668","doi":"10.1080/18340806.2014.11082063","title":"Exploring patient engagement practices and resources within a health care system: Applying a multi-phased mixed methods knowledge mobilization approach","year":2014,"lang":"en","type":"article","venue":"International Journal of Multiple Research Approaches","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Alberta Health Services; University of Alberta","funders":"","keywords":"Project commissioning; Resource (disambiguation); Health care; Nursing; Patient care; Medicine; Knowledge management; Medical education; Business; Public relations; Publishing; Political science; Computer science","score_opus":0.6812325570183151,"score_gpt":0.5769059075532239,"score_spread":0.10432664946509118,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2031008668","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6853769,0.0023346085,0.17916887,0.010153536,0.00027029397,0.10308273,0.0008171783,0.00020707227,0.018588785],"genre_scores_gemma":[0.5135457,0.0016318212,0.40475833,0.002913475,0.00005547041,0.07403104,0.0002998333,0.000058593738,0.0027057333],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.8930734,0.09159479,0.003983834,0.0026679446,0.005776941,0.0029030142],"domain_scores_gemma":[0.8986511,0.08554127,0.0036773658,0.0034376744,0.0064731906,0.0022193294],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.12339158,0.0012656322,0.0015124737,0.0072933985,0.008110242,0.0094914,0.0047939043,0.0022409172,0.003458174],"category_scores_gemma":[0.06581884,0.0014421921,0.0015856434,0.0041979123,0.0047008614,0.006319992,0.013888971,0.0032706033,0.00047178264],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00056569435,0.0047272886,0.015109143,0.0068813977,0.00037248607,0.00068336335,0.58237994,0.0019731487,0.0032235214,0.010889168,0.0022542728,0.3709406],"study_design_scores_gemma":[0.001001344,0.0059577455,0.0185785,0.00769359,0.00044773778,0.00046035927,0.88466084,0.0067548067,0.006351205,0.028626183,0.03913352,0.0003341017],"about_ca_topic_score_codex":0.008030046,"about_ca_topic_score_gemma":0.024117434,"teacher_disagreement_score":0.12339158,"about_ca_system_score_codex":0.01282026,"about_ca_system_score_gemma":0.03922872,"threshold_uncertainty_score":0.6525649},"labels":[],"label_agreement":null},{"id":"W2079034357","doi":"10.5172/mra.2011.5.1.40","title":"Can focus groups be used for longitudinal evaluation? Findings from the Medellin early preventionof aggression program","year":2011,"lang":"en","type":"article","venue":"International Journal of Multiple Research Approaches","topic":"Bullying, Victimization, and Aggression","field":"Psychology","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Aggression; Focus (optics); Longitudinal study; Publishing; Project commissioning; Psychology; Political science; Developmental psychology; Medicine; Physics","score_opus":0.3700678662959669,"score_gpt":0.44067110188741265,"score_spread":0.07060323559144577,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2079034357","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95413435,0.00715512,0.008065304,0.011459901,0.0005149745,0.008064362,0.00078325183,0.00010166638,0.009721089],"genre_scores_gemma":[0.95624626,0.0021482261,0.013248204,0.002372286,0.00009493458,0.024310691,0.00030161228,0.000027024169,0.0012507271],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.88248634,0.10463096,0.0035752435,0.0011379045,0.0059813024,0.0021882534],"domain_scores_gemma":[0.7377078,0.19466129,0.02109879,0.0118251415,0.031402744,0.0033042396],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.17835636,0.00040774955,0.0005777728,0.0030274892,0.0030743552,0.0018696303,0.0025924018,0.0013975218,0.0038169592],"category_scores_gemma":[0.23744401,0.0007849793,0.00067367574,0.0022715027,0.0019777657,0.005412026,0.0032928588,0.0014986356,0.00056868023],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015304742,0.0034699817,0.24598534,0.0050883843,0.00019049075,0.00037005072,0.36747244,0.00016596972,0.0016693973,0.0020595018,0.009097153,0.36290082],"study_design_scores_gemma":[0.000776055,0.005982984,0.5116664,0.010992594,0.00027714917,0.00037597274,0.42709586,0.0011061542,0.0040031043,0.0023043887,0.03525872,0.00016057827],"about_ca_topic_score_codex":0.017957075,"about_ca_topic_score_gemma":0.027969182,"teacher_disagreement_score":0.17835636,"about_ca_system_score_codex":0.0038067866,"about_ca_system_score_gemma":0.008309658,"threshold_uncertainty_score":0.9432499},"labels":[],"label_agreement":null},{"id":"W2085125320","doi":"10.5172/mra.3.2.203","title":"The application of precedent methodology to analyze homeless shelter service delivery","year":2009,"lang":"en","type":"article","venue":"International Journal of Multiple Research Approaches","topic":"Homelessness and Social Issues","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Scholarship; Qualitative research; Social work; Sociology; Work (physics); Project commissioning; Audit; Service (business); Social research; Engineering ethics; Research design; Service delivery framework; Management science; Public relations; Social science; Engineering; Publishing; Management; Political science; Business; Marketing","score_opus":0.41610730169755705,"score_gpt":0.5442224079889355,"score_spread":0.12811510629137846,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2085125320","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.036443565,0.00058063667,0.85901266,0.0013087633,0.00022889617,0.010885666,0.0014174228,0.00030100418,0.0898214],"genre_scores_gemma":[0.13749161,0.0006266761,0.82719797,0.0004561631,0.000043028384,0.017179975,0.0008521521,0.000108473345,0.016043942],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9828471,0.009777962,0.0013529226,0.0020271838,0.0034692902,0.0005255996],"domain_scores_gemma":[0.9550116,0.026831014,0.0027465064,0.0057305903,0.009051176,0.00062901044],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.026795607,0.0006604122,0.0006535742,0.009613229,0.007014917,0.0042886906,0.003343231,0.0015459313,0.016786197],"category_scores_gemma":[0.046324477,0.0008552167,0.000764958,0.007593358,0.005583554,0.003076377,0.0026490819,0.0023982727,0.0028254876],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000092673225,0.00045929392,0.022469703,0.0027093485,0.00004670429,0.0020295014,0.075870715,0.002953603,0.0044159885,0.57699287,0.011435515,0.30052406],"study_design_scores_gemma":[0.00014177272,0.0011968813,0.033367656,0.0039768103,0.00011900051,0.002531379,0.087444924,0.016388912,0.016422434,0.28572237,0.55246264,0.00022520649],"about_ca_topic_score_codex":0.013579691,"about_ca_topic_score_gemma":0.056756586,"teacher_disagreement_score":0.026795607,"about_ca_system_score_codex":0.008805081,"about_ca_system_score_gemma":0.0161598,"threshold_uncertainty_score":0.1417104},"labels":[],"label_agreement":null},{"id":"W2095368524","doi":"10.1080/18340806.2014.11082064","title":"Letter to the Editor","year":2014,"lang":"en","type":"letter","venue":"International Journal of Multiple Research Approaches","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Cognitive reframing; Indigenous; Positivism; Epistemology; Sociology; Contemplation; Psychology; Philosophy; Social psychology","score_opus":0.6037686606842241,"score_gpt":0.5641462702967789,"score_spread":0.039622390387445194,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2095368524","genre_codex":"commentary","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"editorial","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00025120284,0.004472149,0.00018665979,0.58040535,0.40790102,0.000027907061,0.00007546327,0.000086897206,0.0065933573],"genre_scores_gemma":[0.004110027,0.0051223557,0.00037490609,0.7392387,0.20037739,0.00006922431,0.000058274934,0.00010312347,0.050546028],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9973839,0.00055488554,0.00028069937,0.0005427997,0.00094542623,0.00029227725],"domain_scores_gemma":[0.9870012,0.0038837516,0.0006051372,0.00056305993,0.0054532173,0.0024936546],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0031600778,0.0010569753,0.0012667635,0.0010347506,0.0030329996,0.0056579253,0.0026537057,0.01683466,0.044128623],"category_scores_gemma":[0.038348578,0.0005306481,0.0011223572,0.0006978319,0.002057115,0.0053685233,0.002263972,0.02018831,0.024860136],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008636026,0.000008484561,0.0000591942,0.000040961313,0.0000029422333,0.00030271942,0.000048174505,0.000008909551,0.00002329598,0.0005723382,0.99465936,0.0042649913],"study_design_scores_gemma":[0.000008371798,0.0000111509635,0.00018862657,0.00014032288,0.00000486033,0.0010481991,0.0002065146,0.000036896377,0.00005620229,0.0009062099,0.9973803,0.000012395579],"about_ca_topic_score_codex":0.002373647,"about_ca_topic_score_gemma":0.0033431025,"teacher_disagreement_score":0.044128623,"about_ca_system_score_codex":0.002387383,"about_ca_system_score_gemma":0.0050053517,"threshold_uncertainty_score":0.14762497},"labels":[],"label_agreement":null},{"id":"W2101952336","doi":"10.5172/mra.2010.4.3.225","title":"Technological and methodological challenges of using classroom video to analyse physics teachers’ explanations","year":2010,"lang":"en","type":"article","venue":"International Journal of Multiple Research Approaches","topic":"Educator Training and Historical Pedagogy","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Project commissioning; Focus (optics); Publishing; Technological change; Mathematics education; Multimedia; Computer science; Psychology; Physics; Political science; Optics; Artificial intelligence","score_opus":0.7741092330065833,"score_gpt":0.5535145916437071,"score_spread":0.2205946413628762,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2101952336","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2329871,0.006313907,0.7002349,0.0113978125,0.0016689121,0.0060190405,0.0027630029,0.00062346517,0.03799184],"genre_scores_gemma":[0.5172886,0.0037219475,0.4547253,0.0017159977,0.00088282727,0.014400994,0.0009663047,0.0005342939,0.0057638157],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.86535305,0.10245259,0.0069161654,0.006314788,0.017553965,0.0014093785],"domain_scores_gemma":[0.60601264,0.31548783,0.016537497,0.024459517,0.035864647,0.0016378029],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.09302627,0.001037774,0.0010068138,0.009045894,0.004133497,0.008838373,0.004867002,0.002416513,0.0046282397],"category_scores_gemma":[0.24135683,0.0014360407,0.0006334568,0.0065159397,0.0064170477,0.0071739163,0.0053181904,0.0027782947,0.0013458405],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00080323237,0.00082091603,0.041630615,0.007058546,0.00052617467,0.0010988207,0.20823132,0.0047324253,0.024736103,0.055030998,0.011902662,0.64342827],"study_design_scores_gemma":[0.00067743723,0.0021673846,0.12534784,0.011057009,0.00072033086,0.0036599094,0.3400726,0.034632497,0.051093735,0.16446081,0.26487613,0.0012344134],"about_ca_topic_score_codex":0.01606005,"about_ca_topic_score_gemma":0.021502022,"teacher_disagreement_score":0.09302627,"about_ca_system_score_codex":0.0033501242,"about_ca_system_score_gemma":0.004829791,"threshold_uncertainty_score":0.49197584},"labels":[],"label_agreement":null},{"id":"W2321640315","doi":"10.5172/mra.455.1.1.39","title":"Meanings of the heart among a group of older Sikh immigrant women with cardiovascular disease","year":2007,"lang":"en","type":"article","venue":"International Journal of Multiple Research Approaches","topic":"Cardiac Health and Mental Health","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Distress; Emotional distress; Disease; Project commissioning; Heart disease; Meaning (existential); Psychology; Immigration; Medicine; Publishing; Psychiatry; Clinical psychology; Anxiety; Internal medicine; Psychotherapist; History; Literature","score_opus":0.07621400953956133,"score_gpt":0.3521041790793001,"score_spread":0.27589016953973877,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2321640315","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.997968,0.00025891387,0.000096438795,0.0005334322,0.000023666995,0.000009432467,0.00000756501,0.00000206483,0.0011004559],"genre_scores_gemma":[0.99868363,0.00036574889,0.00013171864,0.00024000801,0.000016615952,0.000017571363,0.0000108354325,0.0000023867183,0.00053142535],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9990947,0.0005318693,0.000048597805,0.000057815487,0.00010125194,0.00016573936],"domain_scores_gemma":[0.9986162,0.000685011,0.0002639072,0.000047198366,0.000115186565,0.00027240554],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018393551,0.00052443036,0.0005311083,0.0009347871,0.0048946547,0.0022323446,0.0005497128,0.0010430142,0.0014825637],"category_scores_gemma":[0.0041000284,0.00025673778,0.00022397774,0.00065338484,0.0057041976,0.0017536876,0.0036483835,0.0016108144,0.00012802491],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000031646516,0.000017404263,0.0059320955,0.000045768673,0.0000036127994,0.0005198813,0.98980916,0.0000057178518,0.00088700006,0.0004561892,0.00009545963,0.0021960763],"study_design_scores_gemma":[0.0000025512531,0.000042662,0.005235059,0.00003700767,0.0000036474544,0.00037132594,0.9928328,0.000022449693,0.000082401304,0.00016068289,0.0012022582,0.000007108143],"about_ca_topic_score_codex":0.0066461638,"about_ca_topic_score_gemma":0.009993657,"teacher_disagreement_score":0.0066461638,"about_ca_system_score_codex":0.0014226767,"about_ca_system_score_gemma":0.001255231,"threshold_uncertainty_score":0.013214946},"labels":[],"label_agreement":null},{"id":"W2894298319","doi":"10.29034/ijmra.v10n1a3","title":"A World of Possibilities in Mixed Methods: Review of the Combinations of Strategies Used to Integrate Qualitative and Quantitative Phases, Results and Data","year":2018,"lang":"en","type":"article","venue":"International Journal of Multiple Research Approaches","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":143,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Fonds de Recherche du Québec - Santé","keywords":"Conceptualization; Management science; Multimethodology; Qualitative property; Computer science; Qualitative research; Data science; Sociology; Artificial intelligence; Social science; Engineering; Machine learning","score_opus":0.9424003585167805,"score_gpt":0.795406028685937,"score_spread":0.14699432983084348,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2894298319","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":"methods","model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":"methods","domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0008063859,0.9265775,0.044898193,0.022450354,0.0013981618,0.0007000442,0.0000942748,0.000059616792,0.003015449],"genre_scores_gemma":[0.030488294,0.8167167,0.13180584,0.013944917,0.0013121598,0.0044711204,0.00015810599,0.00020220039,0.0009007203],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.49213168,0.426693,0.04134324,0.0077476567,0.03057256,0.0015119031],"domain_scores_gemma":[0.42906034,0.50575435,0.01788239,0.012225577,0.033988137,0.0010891923],"candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.35498074,0.0018727776,0.004373543,0.018890023,0.0037097284,0.014509244,0.00717517,0.0057409927,0.0026263627],"category_scores_gemma":[0.40166607,0.0023991913,0.0044975323,0.024115473,0.013852746,0.018925954,0.006981929,0.0065850415,0.0010026346],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014762732,0.000058110734,0.0015258357,0.14923137,0.0015952609,0.00026300855,0.0146421855,0.0011996649,0.00053120597,0.14574456,0.019695727,0.66536546],"study_design_scores_gemma":[0.000104550214,0.00028565188,0.0022199946,0.3726347,0.0018567756,0.0013319541,0.01126298,0.0017637433,0.001447844,0.10859297,0.49820864,0.00029023562],"about_ca_topic_score_codex":0.008855445,"about_ca_topic_score_gemma":0.021362098,"teacher_disagreement_score":0.6450193,"about_ca_system_score_codex":0.015095035,"about_ca_system_score_gemma":0.027102849,"threshold_uncertainty_score":0.7954236},"labels":[],"label_agreement":null},{"id":"W3084081400","doi":"10.29034/ijmra.v11n3a2","title":"A Theoretical Framework for Mixed Methods Research with Canadian Families Living with Low Income","year":2019,"lang":"en","type":"article","venue":"International Journal of Multiple Research Approaches","topic":"Homelessness and Social Issues","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Project commissioning; Low income; Sociology; Publishing; Multimethodology; Socioeconomics; Social science; Political science; Law","score_opus":0.24109844868352373,"score_gpt":0.540086134764475,"score_spread":0.2989876860809513,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3084081400","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":"methods","model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":"methods","domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.022738205,0.008524045,0.7167111,0.08246265,0.0018953208,0.05678349,0.0013583454,0.00040137203,0.10912557],"genre_scores_gemma":[0.13397263,0.0017161263,0.73032653,0.009330942,0.00016876,0.11978058,0.00035258173,0.00010060172,0.0042512147],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.5471025,0.4013155,0.010933649,0.009279787,0.022698592,0.008669968],"domain_scores_gemma":[0.6133351,0.30901173,0.010208274,0.016299395,0.04204714,0.009098424],"candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.3841412,0.0027945694,0.0040497407,0.014792202,0.05012341,0.025501342,0.01790197,0.008350063,0.010471052],"category_scores_gemma":[0.26701373,0.00339007,0.0029080966,0.0143713625,0.040975206,0.011704411,0.020242482,0.0092249075,0.0010661163],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000101403,0.00036171442,0.0056039,0.0019064329,0.00013711034,0.00037000858,0.14975785,0.0011233349,0.00019373866,0.780131,0.007839184,0.052474376],"study_design_scores_gemma":[0.0007515548,0.00039105967,0.0069846814,0.012819215,0.00033694977,0.0007225151,0.25009117,0.0111931795,0.0005881728,0.61674064,0.09910579,0.00027511187],"about_ca_topic_score_codex":0.5863226,"about_ca_topic_score_gemma":0.7148505,"teacher_disagreement_score":0.6158588,"about_ca_system_score_codex":0.14550805,"about_ca_system_score_gemma":0.31055963,"threshold_uncertainty_score":0.9910895},"labels":[],"label_agreement":null},{"id":"W3093550251","doi":"10.29034/ijmra.v12n1a2","title":"The Impact of the CrossFit Environment on Women’s Body Image, Self-Esteem, and Eating Behaviors","year":2020,"lang":"en","type":"article","venue":"International Journal of Multiple Research Approaches","topic":"Eating Disorders and Behaviors","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Windsor","funders":"","keywords":"Psychosocial; Thematic analysis; Psychology; Ethnography; Self-esteem; Social psychology; Clinical psychology; Developmental psychology; Sociology; Qualitative research; Social science","score_opus":0.11739059347053063,"score_gpt":0.4030442762306919,"score_spread":0.28565368276016123,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3093550251","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9995478,0.000042514774,0.00007965478,0.000010460389,0.000001974267,0.000009339194,0.0000138292735,6.8446644e-7,0.0002936282],"genre_scores_gemma":[0.9992834,0.000056831705,0.00027699347,0.00003057227,0.0000044761914,0.00003496165,0.000029620785,0.0000010365571,0.00028206795],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99917597,0.0005172915,0.000026711916,0.00008726725,0.00008058965,0.00011212927],"domain_scores_gemma":[0.9986222,0.0005867039,0.00035122674,0.00010626768,0.00011334176,0.00022028542],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001347504,0.00026951308,0.00030293904,0.00051231356,0.0013508558,0.000935634,0.00029136505,0.00023182429,0.0015328177],"category_scores_gemma":[0.0019349599,0.00019831784,0.00021210527,0.00041013202,0.0005648615,0.0004349874,0.0010706955,0.00034101665,0.00011400253],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002682535,0.00059247913,0.95309657,0.000074547585,0.000060198578,0.0003497701,0.025306728,0.00003579709,0.0024190973,0.00010207771,0.00011304136,0.017581474],"study_design_scores_gemma":[0.000005631032,0.00092742813,0.94887584,0.000021192884,0.000027851942,0.00020377352,0.048653487,0.00006414245,0.0006257415,0.000042287797,0.0005442414,0.000008349496],"about_ca_topic_score_codex":0.0022960126,"about_ca_topic_score_gemma":0.010863184,"teacher_disagreement_score":0.0022960126,"about_ca_system_score_codex":0.00039379287,"about_ca_system_score_gemma":0.00045143886,"threshold_uncertainty_score":0.0071263313},"labels":[],"label_agreement":null},{"id":"W3094437518","doi":"10.29034/ijmra.v12n1editorial1","title":"Editors’ Introduction to the International Journal of Multiple Research Approaches: Issue 12(1)","year":2020,"lang":"en","type":"article","venue":"International Journal of Multiple Research Approaches","topic":"Qualitative Comparative Analysis Research","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Publishing; Library science; Project commissioning; Engineering ethics; Political science; Media studies; Sociology; Engineering; Computer science; Law","score_opus":0.5785137779207026,"score_gpt":0.518274367969347,"score_spread":0.06023940995135557,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3094437518","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000023665123,0.0053340355,0.00046643923,0.026016645,0.9673396,0.00003509611,0.000035333003,0.00004849743,0.00070078974],"genre_scores_gemma":[0.00034129593,0.008604918,0.000885943,0.026340093,0.9593573,0.00010688673,0.00005635114,0.000120074015,0.004187132],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9771812,0.0061991205,0.00372109,0.0020432072,0.009757832,0.0010974767],"domain_scores_gemma":[0.84124726,0.078287885,0.008148628,0.003621768,0.057668556,0.011025909],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.033760607,0.0038351314,0.0040297844,0.0083988,0.0050400957,0.015393299,0.004615058,0.01087829,0.029632712],"category_scores_gemma":[0.104819685,0.0015876958,0.0041805543,0.0036974032,0.004882592,0.00909281,0.00505578,0.023854561,0.01686406],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000020955016,0.000018228218,0.00004879199,0.00048666986,0.00001340658,0.000043736945,0.0000691566,0.000029152901,0.00008181577,0.00080249424,0.98232335,0.016062183],"study_design_scores_gemma":[0.000018255872,0.00003909079,0.0002332984,0.0014237424,0.000025632164,0.00024281393,0.00011051568,0.000106775435,0.00007542749,0.0013914446,0.9963013,0.000031626063],"about_ca_topic_score_codex":0.0011025056,"about_ca_topic_score_gemma":0.0029307003,"teacher_disagreement_score":0.033760607,"about_ca_system_score_codex":0.0039063985,"about_ca_system_score_gemma":0.008377212,"threshold_uncertainty_score":0.1785453},"labels":[],"label_agreement":null},{"id":"W3094511716","doi":"10.29034/ijmra.v12n1commentary","title":"Commentary—Preparing today’s researchers for a yet unknown tomorrow: Promising practices for a synergistic and sustainable mentoring approach to mixed methods research learning","year":2020,"lang":"en","type":"article","venue":"International Journal of Multiple Research Approaches","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":45,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Rehabilitation Institute; University of Toronto; University Health Network; University of Alberta","funders":"","keywords":"Engineering ethics; Sustainability; Multimethodology; Project commissioning; Psychology; Sociology; Publishing; Knowledge management; Engineering; Political science; Pedagogy; Computer science","score_opus":0.9017362459591199,"score_gpt":0.7402188256345111,"score_spread":0.1615174203246088,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3094511716","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":"methods","model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":"methods","domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0001450297,0.0013467966,0.00024532358,0.90717995,0.08993078,0.00004783662,0.00008838482,0.000035069315,0.0009808588],"genre_scores_gemma":[0.0020218361,0.0010461395,0.00044675232,0.9396967,0.054238707,0.00013794992,0.000026981155,0.00004218693,0.0023426716],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.97847605,0.010242538,0.0020627715,0.0022115652,0.0057757613,0.0012314223],"domain_scores_gemma":[0.8936018,0.07613978,0.0044214134,0.001590765,0.019941853,0.00430439],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.01667166,0.0015326098,0.0017036769,0.0017073929,0.009053049,0.005845412,0.007898532,0.047092583,0.006026363],"category_scores_gemma":[0.12646855,0.0009974835,0.0022959874,0.0015567511,0.011504792,0.008140983,0.0039783833,0.047976024,0.004892655],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000029142955,0.0000074628624,0.000043455686,0.0002514575,0.00001147346,0.00022664556,0.0007990186,0.000036182002,0.00010504494,0.0015099713,0.9949195,0.002060645],"study_design_scores_gemma":[0.000046178193,0.000040972638,0.00032182943,0.0017658493,0.000042592532,0.0007061848,0.0023604934,0.00027363107,0.00041226862,0.0052529424,0.98870206,0.00007488094],"about_ca_topic_score_codex":0.03228384,"about_ca_topic_score_gemma":0.03647562,"teacher_disagreement_score":0.98332834,"about_ca_system_score_codex":0.013799802,"about_ca_system_score_gemma":0.021537721,"threshold_uncertainty_score":0.100125015},"labels":[],"label_agreement":null},{"id":"W3118380682","doi":"10.29034/ijmra.v12n2editorial1","title":"Editors’ Introduction to the International Journal of Multiple Research Approaches: Issue 12(2)","year":2020,"lang":"en","type":"article","venue":"International Journal of Multiple Research Approaches","topic":"Qualitative Comparative Analysis Research","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Publishing; Political science; Engineering ethics; Library science; Sociology; Regional science; Computer science; Engineering; Law","score_opus":0.5786995384458993,"score_gpt":0.5182918751793782,"score_spread":0.06040766326652103,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3118380682","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000024921914,0.0050461926,0.00048490334,0.023783121,0.9698342,0.00003315314,0.00003235684,0.000048282913,0.0007129134],"genre_scores_gemma":[0.0003819941,0.008402793,0.0009242319,0.027265545,0.95800525,0.00010704793,0.000056079338,0.00013003075,0.0047270535],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.97787607,0.0058223675,0.0035937936,0.0019598948,0.009640628,0.0011072562],"domain_scores_gemma":[0.8558055,0.068805665,0.0071991123,0.0035541716,0.054015752,0.0106197195],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03303349,0.0037583977,0.0038714001,0.008269212,0.004980395,0.015433208,0.0045175916,0.010778175,0.028927578],"category_scores_gemma":[0.09563059,0.0016205666,0.004351196,0.0035871102,0.0050262148,0.008860729,0.004983506,0.023527445,0.016020808],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000021577995,0.000018032939,0.000050299303,0.00046306552,0.000014007364,0.000046592955,0.0000694696,0.000030037465,0.000096894735,0.0008088824,0.98246014,0.015921144],"study_design_scores_gemma":[0.00001914881,0.00003773573,0.00024174078,0.0013040161,0.000025894333,0.00024543807,0.00011282579,0.00011303904,0.00008337202,0.0013748023,0.9964101,0.000031909098],"about_ca_topic_score_codex":0.0011697041,"about_ca_topic_score_gemma":0.003124504,"teacher_disagreement_score":0.03303349,"about_ca_system_score_codex":0.0038311183,"about_ca_system_score_gemma":0.008326202,"threshold_uncertainty_score":0.1746999},"labels":[],"label_agreement":null},{"id":"W3118572164","doi":"10.29034/ijmra.v12n2a1","title":"Bridging Secondary Survey Data with In-Depth Case Studies to Advance Understandings of Youth Learning and Mental Health Concerns","year":2020,"lang":"en","type":"article","venue":"International Journal of Multiple Research Approaches","topic":"demographic modeling and climate adaptation","field":"Decision Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Brandon University","funders":"","keywords":"Mental health; Bridging (networking); Psychology; Context (archaeology); Project commissioning; Qualitative research; Qualitative property; Publishing; Multimethodology; Educational psychology; Applied psychology; Developmental psychology; Sociology; Pedagogy; Computer science; Social science; Political science; Psychotherapist","score_opus":0.7347796117091319,"score_gpt":0.5334154886758044,"score_spread":0.2013641230333275,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3118572164","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.33383566,0.0043432615,0.5842035,0.00657732,0.0008851161,0.03682308,0.003978983,0.0003640225,0.02898904],"genre_scores_gemma":[0.567679,0.0022488467,0.37295857,0.0021123574,0.0001578488,0.051241614,0.0011960109,0.00013160768,0.0022740518],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.8852176,0.10002376,0.0055158376,0.0033357602,0.0045234933,0.0013835449],"domain_scores_gemma":[0.69828796,0.24724244,0.011729808,0.024031933,0.017248511,0.001459402],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.1268356,0.0007290394,0.0010827777,0.008871468,0.0028012227,0.0037831657,0.0023207422,0.0016110091,0.0061010947],"category_scores_gemma":[0.17935672,0.00090734474,0.0010933107,0.0079913465,0.0028039347,0.0044178586,0.007653338,0.0024319016,0.0006423031],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005319227,0.0016295579,0.057763882,0.012508618,0.0007139017,0.0013693899,0.43208715,0.0029969558,0.005030035,0.052250564,0.008810374,0.42430764],"study_design_scores_gemma":[0.0004046632,0.0033379686,0.070635624,0.01824806,0.0008462996,0.0013498154,0.60925704,0.01044134,0.01160358,0.13523574,0.13839182,0.00024803795],"about_ca_topic_score_codex":0.004340428,"about_ca_topic_score_gemma":0.012161969,"teacher_disagreement_score":0.1268356,"about_ca_system_score_codex":0.004509176,"about_ca_system_score_gemma":0.008689123,"threshold_uncertainty_score":0.67077875},"labels":[],"label_agreement":null},{"id":"W3120033515","doi":"10.29034/ijmra.v12n2editorial3","title":"Poetry and Mixed Methods Research","year":2020,"lang":"en","type":"article","venue":"International Journal of Multiple Research Approaches","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Poetry; Representation (politics); Sociology; Multimethodology; Epistemology; Creativity; Space (punctuation); Computer science; Meaning (existential); The arts; Process (computing); Psychology; Visual arts; Social science; Art; Literature; Social psychology","score_opus":0.9648529209567476,"score_gpt":0.7995571600741443,"score_spread":0.16529576088260323,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3120033515","genre_codex":"commentary","genre_gemma":"methods","domain_codex":null,"domain_gemma":"methods","model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":null,"domain_candidate":"methods","domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.005336979,0.08006184,0.21525916,0.4509502,0.17579542,0.0018366673,0.00039863365,0.00069997157,0.069661096],"genre_scores_gemma":[0.15292853,0.07811802,0.42446935,0.13712844,0.17082027,0.010294144,0.0005105958,0.001739155,0.023991507],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.56758654,0.37848404,0.012541561,0.010323435,0.029234337,0.0018300636],"domain_scores_gemma":[0.4723126,0.46678147,0.0135517465,0.02258661,0.02058416,0.004183442],"candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.1972433,0.0011548162,0.0016376371,0.005285549,0.007757651,0.028108897,0.0034567006,0.007641056,0.004529612],"category_scores_gemma":[0.3234144,0.00086315494,0.0014111606,0.00567982,0.037103772,0.013671938,0.009051777,0.015485078,0.001999984],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010356706,0.00005371364,0.00071201066,0.0040305695,0.00017685241,0.00032379833,0.03751183,0.0004603711,0.00038668068,0.71568257,0.1192733,0.12128479],"study_design_scores_gemma":[0.000034186836,0.00010090129,0.0003634683,0.004073196,0.000054572607,0.00039907199,0.005577162,0.00080641365,0.00047002893,0.28245208,0.7056042,0.00006478458],"about_ca_topic_score_codex":0.0006638903,"about_ca_topic_score_gemma":0.00080331165,"teacher_disagreement_score":0.80275667,"about_ca_system_score_codex":0.0043814294,"about_ca_system_score_gemma":0.0134983845,"threshold_uncertainty_score":0.9899419},"labels":[],"label_agreement":null},{"id":"W3175557938","doi":"10.29034/ijmra.v12n3editorial1","title":"Editors’ Introduction to the International Journal of Multiple Research Approaches: Issue 12(3)","year":2020,"lang":"en","type":"article","venue":"International Journal of Multiple Research Approaches","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Publishing; Engineering ethics; Library science; Project commissioning; Political science; Regional science; Management science; Sociology; Engineering; Computer science; Law","score_opus":0.863195009945161,"score_gpt":0.6644752455948483,"score_spread":0.1987197643503127,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3175557938","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000021904634,0.0039301175,0.00033019838,0.026173048,0.9687498,0.000023422312,0.000027142542,0.000041261712,0.0007031285],"genre_scores_gemma":[0.0003047339,0.0051913294,0.00048313494,0.030679755,0.95971966,0.00005287806,0.000032077853,0.000083245526,0.0034531555],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.98060554,0.0045568086,0.0030723454,0.0017177194,0.008957494,0.0010901493],"domain_scores_gemma":[0.88632894,0.052754384,0.006200822,0.0028205197,0.04181136,0.010083971],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.027213618,0.0035720263,0.0036544965,0.006485304,0.004737637,0.015915569,0.0044763605,0.012387593,0.024472049],"category_scores_gemma":[0.08073639,0.0014900898,0.0048064054,0.0029751218,0.004895314,0.008047643,0.0041038096,0.025753643,0.014359015],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000021819533,0.000016403299,0.0000482728,0.00032941502,0.000013735459,0.000043067914,0.000038931037,0.000026555826,0.00007041625,0.00067903084,0.98741156,0.011300814],"study_design_scores_gemma":[0.000026873991,0.000041438012,0.0002750228,0.0012332732,0.000034064724,0.00026796872,0.00009355654,0.00013969734,0.00009075917,0.0015311872,0.99622923,0.000036859594],"about_ca_topic_score_codex":0.001323676,"about_ca_topic_score_gemma":0.0037601388,"teacher_disagreement_score":0.027213618,"about_ca_system_score_codex":0.0040636617,"about_ca_system_score_gemma":0.008306204,"threshold_uncertainty_score":0.14392108},"labels":[],"label_agreement":null},{"id":"W4238369703","doi":"10.5172/mra.2012.3154","title":"Triangulation in Canadian Doctoral Dissertations on Aging","year":2012,"lang":"en","type":"article","venue":"International Journal of Multiple Research Approaches","topic":"scientometrics and bibliometrics research","field":"Decision Sciences","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Triangulation; Project commissioning; Publishing; Sociology; Political science; Library science; Computer science; Geography; Cartography; Law","score_opus":0.906773239166878,"score_gpt":0.6609234335670342,"score_spread":0.24584980559984382,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4238369703","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":"methods","model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":"methods","domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.57959074,0.078452714,0.0074606882,0.096533634,0.00887588,0.0027117538,0.01320722,0.00018555304,0.21298185],"genre_scores_gemma":[0.92461574,0.018487392,0.007957772,0.0057194554,0.00083209295,0.00092363474,0.0033077274,0.00016516003,0.037990887],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9001286,0.031999964,0.008088369,0.007685239,0.041102406,0.010995497],"domain_scores_gemma":[0.59838796,0.103178635,0.024707122,0.017983371,0.23865579,0.01708712],"candidate_categories":["metaresearch","bibliometrics"],"consensus_categories":[],"category_scores_codex":[0.094202004,0.00078074867,0.002184992,0.034829795,0.035541266,0.01874713,0.005061427,0.0030721244,0.011817893],"category_scores_gemma":[0.31718054,0.0009860641,0.0017285716,0.07126295,0.009696825,0.004551307,0.013760506,0.0037897218,0.0009123095],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.00063350034,0.00015033956,0.10671091,0.003952046,0.0004485157,0.0010551112,0.51640815,0.0007224494,0.0009039984,0.08296355,0.096443884,0.1896075],"study_design_scores_gemma":[0.000105367,0.00007475951,0.26936024,0.0071350276,0.00043023922,0.00037076522,0.33481938,0.000694766,0.0010697562,0.013194513,0.3724176,0.00032762694],"about_ca_topic_score_codex":0.9492842,"about_ca_topic_score_gemma":0.97639465,"teacher_disagreement_score":0.9651702,"about_ca_system_score_codex":0.1635069,"about_ca_system_score_gemma":0.36533085,"threshold_uncertainty_score":0.9702134},"labels":[],"label_agreement":null},{"id":"W4285470057","doi":"10.29034/ijmra.v13n2editorial1","title":"Editors’ Introduction to the International Journal of Multiple Research Approaches: Issue 13(2)","year":2021,"lang":"en","type":"article","venue":"International Journal of Multiple Research Approaches","topic":"Delphi Technique in Research","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Publishing; Project commissioning; Library science; Political science; Engineering ethics; Media studies; Regional science; Sociology; Engineering; Computer science; Law","score_opus":0.44438378466051665,"score_gpt":0.5019390990069937,"score_spread":0.05755531434647709,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4285470057","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000045388053,0.004910384,0.00067291694,0.027537823,0.9654516,0.000037604306,0.000037574948,0.00005492746,0.0012517542],"genre_scores_gemma":[0.0007059913,0.009021844,0.0013013496,0.029974403,0.9496716,0.000109211476,0.000076487915,0.00014970652,0.008989431],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.97938,0.0043573803,0.0027850424,0.0015821289,0.0109167835,0.0009785903],"domain_scores_gemma":[0.89688486,0.04619622,0.0049148956,0.0022774497,0.04181654,0.007910075],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.024521936,0.0027371047,0.003149955,0.0072927633,0.0036987313,0.013274456,0.0032243382,0.009203306,0.022722034],"category_scores_gemma":[0.066988096,0.0013704181,0.0036306633,0.003203686,0.003703924,0.0066814837,0.0038530186,0.019214008,0.0122803645],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000018910105,0.000019872901,0.000055113556,0.0003507458,0.000010390292,0.00005220018,0.000057379417,0.00003912089,0.0001258548,0.00085848774,0.9778747,0.020537285],"study_design_scores_gemma":[0.000015692403,0.00004564192,0.0003434684,0.0010449219,0.000019394947,0.00026134384,0.000101255995,0.00016002939,0.00012353218,0.001673475,0.9961796,0.000031664233],"about_ca_topic_score_codex":0.0011105547,"about_ca_topic_score_gemma":0.00275178,"teacher_disagreement_score":0.024521936,"about_ca_system_score_codex":0.0031262555,"about_ca_system_score_gemma":0.0071946974,"threshold_uncertainty_score":0.12968594},"labels":[],"label_agreement":null},{"id":"W4285470284","doi":"10.29034/ijmra.v13n2editorial2","title":"Intra-Study Matching Considerations When Using Mixed Methods-Based Research Approaches: A Critical Dialectical Pluralistic Approach","year":2021,"lang":"en","type":"article","venue":"International Journal of Multiple Research Approaches","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Sampling (signal processing); Context (archaeology); Matching (statistics); Pluralism (philosophy); Computer science; Statistics; Psychology; Mathematics; Epistemology; Geography","score_opus":0.958287674203664,"score_gpt":0.7574879455768154,"score_spread":0.20079972862684858,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4285470284","genre_codex":"methods","genre_gemma":"methods","domain_codex":"methods","domain_gemma":"methods","model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":"methods","domain_consensus":"methods","prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.004516826,0.040525526,0.7380429,0.16570735,0.033627503,0.006231133,0.00026497105,0.0004342358,0.010649518],"genre_scores_gemma":[0.07330201,0.009444717,0.826913,0.05528618,0.013354782,0.01896423,0.00011237146,0.00047495053,0.0021477544],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.11327045,0.80048776,0.03674406,0.010438844,0.037533365,0.001525492],"domain_scores_gemma":[0.11770045,0.79924333,0.01564208,0.027712248,0.037841666,0.0018601995],"candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.71374625,0.0027112323,0.005996233,0.010979277,0.00999544,0.03017999,0.012796313,0.016549125,0.0033571704],"category_scores_gemma":[0.7801057,0.002860591,0.0051139183,0.008891574,0.03948357,0.020410856,0.015501972,0.02180924,0.0012843179],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00060496246,0.00009756013,0.0029755323,0.0147327455,0.0021225438,0.00067634566,0.10471291,0.0020157858,0.0013447482,0.62219864,0.04366431,0.20485392],"study_design_scores_gemma":[0.00038016474,0.0005944906,0.0012304886,0.026217269,0.0017147661,0.0006521939,0.017344747,0.007949108,0.002853371,0.65934783,0.281393,0.00032261715],"about_ca_topic_score_codex":0.0013522229,"about_ca_topic_score_gemma":0.002568833,"teacher_disagreement_score":0.28625375,"about_ca_system_score_codex":0.011482569,"about_ca_system_score_gemma":0.021873431,"threshold_uncertainty_score":0.3530019},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"theoretical_or_conceptual","genre":"methods","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":[],"domain":null,"study_design":"qualitative","genre":"methods","about_ca_system":false,"about_ca_topic":false,"confidence":"low"}],"label_agreement":"split"},{"id":"W4285470386","doi":"10.29034/ijmra.v13n2a3","title":"Editing Questionnaire Items using the Delphi Method: Integrating Qualitative and Quantitative Methods","year":2021,"lang":"en","type":"article","venue":"International Journal of Multiple Research Approaches","topic":"Delphi Technique in Research","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba; Red River College","funders":"","keywords":"Computer science; Qualitative property; Delphi; Delphi method; Situated; Strict constructionism; Qualitative research; Data science; Management science; Knowledge management; Sociology; Epistemology; Engineering; Artificial intelligence; Social science","score_opus":0.7065098344037871,"score_gpt":0.6699428967935247,"score_spread":0.03656693761026242,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4285470386","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":"methods","model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":"methods","domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.06752245,0.0007723542,0.8646246,0.0054248646,0.00083745987,0.043984,0.0003428824,0.00074545346,0.015745884],"genre_scores_gemma":[0.105810374,0.000924524,0.8523693,0.001679287,0.00018016386,0.035640344,0.00021767606,0.00025831434,0.0029199563],"study_design_codex":"qualitative","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.66204816,0.28675193,0.01662061,0.006434107,0.024346111,0.0037990713],"domain_scores_gemma":[0.6350783,0.2831641,0.009487152,0.016102327,0.05335651,0.0028115497],"candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.2562927,0.0022190488,0.0018576027,0.011821167,0.007312785,0.007086185,0.0035205185,0.002364011,0.0050748964],"category_scores_gemma":[0.2819643,0.0015026447,0.0015256134,0.0071903626,0.00856254,0.00780778,0.012758388,0.004253993,0.0017430334],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00026822658,0.00040476333,0.0027234731,0.004115884,0.000084438914,0.00075038144,0.49005508,0.0025363972,0.011142358,0.027365455,0.01153971,0.4490138],"study_design_scores_gemma":[0.00031510956,0.001748699,0.007208773,0.0066182623,0.00017092879,0.0014660755,0.5368634,0.01652482,0.02221766,0.11949647,0.28650364,0.0008662345],"about_ca_topic_score_codex":0.0017234439,"about_ca_topic_score_gemma":0.0026691481,"teacher_disagreement_score":0.7437073,"about_ca_system_score_codex":0.0046050735,"about_ca_system_score_gemma":0.017582212,"threshold_uncertainty_score":0.9171235},"labels":[],"label_agreement":null},{"id":"W4312667600","doi":"10.29034/ijmra.v13n3a2","title":"Corpus Linguistic Methodology as an Advanced Conversion Design for Social Science Research","year":2021,"lang":"en","type":"article","venue":"International Journal of Multiple Research Approaches","topic":"Discourse Analysis in Language Studies","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"The Wilson Centre; University of Toronto; St. Michael's Hospital","funders":"","keywords":"Computer science; Multimethodology; Linguistics; Qualitative property; Context (archaeology); Metaphor; Corpus linguistics; Qualitative research; Data science; Sociology; Natural language processing; Social science","score_opus":0.6556952095035062,"score_gpt":0.5264562462432374,"score_spread":0.12923896326026885,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312667600","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00306658,0.00037682833,0.97630197,0.0012848878,0.0005317771,0.00880321,0.00054115785,0.00046871917,0.008624847],"genre_scores_gemma":[0.014410995,0.00020695505,0.942079,0.00043238446,0.00008014221,0.041349076,0.00018833339,0.00019566382,0.0010573991],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.7295515,0.24723363,0.008385389,0.006213087,0.0079501895,0.00066613266],"domain_scores_gemma":[0.7246433,0.21644871,0.006787993,0.036019742,0.014886246,0.001213979],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.17041373,0.001786546,0.0015711078,0.00875035,0.004771679,0.009993226,0.0039471085,0.002082931,0.014896802],"category_scores_gemma":[0.21303359,0.0017235506,0.001736626,0.008144726,0.011479576,0.006680116,0.009537221,0.0046826713,0.0024833172],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003780931,0.00019266666,0.0014910192,0.003537157,0.00019962527,0.00025021718,0.04728838,0.0026740227,0.0025169386,0.73354053,0.0103021795,0.19762918],"study_design_scores_gemma":[0.0005388988,0.0007059399,0.0016596433,0.0032365117,0.00018585857,0.00035137785,0.016243946,0.012786393,0.005225655,0.6041673,0.35466853,0.00022988081],"about_ca_topic_score_codex":0.0016830926,"about_ca_topic_score_gemma":0.002597977,"teacher_disagreement_score":0.17041373,"about_ca_system_score_codex":0.0042290566,"about_ca_system_score_gemma":0.008568864,"threshold_uncertainty_score":0.90124476},"labels":[],"label_agreement":null},{"id":"W4313050016","doi":"10.29034/ijmra.v13n3editorial","title":"Editors’ Introduction to the International Journal of Multiple Research Approaches: Issue 13(3)","year":2021,"lang":"en","type":"article","venue":"International Journal of Multiple Research Approaches","topic":"Evaluation and Performance Assessment","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Publishing; Volume (thermodynamics); Engineering ethics; Library science; Political science; Sociology; Management science; Computer science; Engineering; Law; Physics","score_opus":0.6327362013188447,"score_gpt":0.5587839951350285,"score_spread":0.07395220618381615,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4313050016","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00002999649,0.0075905384,0.0006009909,0.024708798,0.9659008,0.000028679711,0.00003512019,0.000051713258,0.0010534466],"genre_scores_gemma":[0.0004250679,0.009792714,0.0008561145,0.026011538,0.9579534,0.000058347898,0.000046200585,0.000112903326,0.004743884],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9803832,0.0039529586,0.0029294454,0.0016315924,0.010266619,0.0008361165],"domain_scores_gemma":[0.87564296,0.05876055,0.0058490676,0.002835764,0.047957562,0.008954033],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.025063826,0.002813615,0.003826299,0.007081228,0.0034719757,0.014696886,0.0037085179,0.010363167,0.021686435],"category_scores_gemma":[0.07473735,0.0013889273,0.004203984,0.0033300428,0.0042752805,0.0067534987,0.0034565758,0.02200237,0.014368189],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000021575588,0.000018200137,0.00005577825,0.00036741293,0.000015300686,0.000045551984,0.000036819176,0.000039319155,0.0000930006,0.00093567383,0.9784873,0.019884074],"study_design_scores_gemma":[0.000021203059,0.00004990083,0.00031146975,0.001199907,0.00002985193,0.00028525185,0.000074486445,0.00016732079,0.000110422814,0.0023295172,0.9953844,0.00003622599],"about_ca_topic_score_codex":0.0011359022,"about_ca_topic_score_gemma":0.003312322,"teacher_disagreement_score":0.025063826,"about_ca_system_score_codex":0.0030435128,"about_ca_system_score_gemma":0.007408801,"threshold_uncertainty_score":0.13255179},"labels":[],"label_agreement":null},{"id":"W4377250640","doi":"10.29034/ijmra.v14n1a3","title":"Placing Mixed Methods Research Within Hierarchies of Evidence in Health Sciences","year":2022,"lang":"en","type":"article","venue":"International Journal of Multiple Research Approaches","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Multimethodology; Hierarchy; Ranking (information retrieval); Value (mathematics); Publishing; Quality (philosophy); Management science; Project commissioning; Sociology; Social science; Data science; Computer science; Political science; Epistemology; Engineering; Information retrieval","score_opus":0.9743750827348046,"score_gpt":0.7978879248964741,"score_spread":0.17648715783833047,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4377250640","genre_codex":"methods","genre_gemma":"methods","domain_codex":"methods","domain_gemma":"methods","model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":"methods","domain_consensus":"methods","prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.007719326,0.067007534,0.76652616,0.11844357,0.00409283,0.0052789384,0.0002805882,0.00038626528,0.030264804],"genre_scores_gemma":[0.12502185,0.012722896,0.841804,0.011985744,0.0013997155,0.0061253575,0.00010481634,0.00014689527,0.0006887696],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.21263298,0.69829965,0.031159708,0.014005481,0.041116647,0.002785538],"domain_scores_gemma":[0.23885594,0.65940815,0.027233647,0.04243848,0.028311241,0.003752528],"candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.5451297,0.0029482814,0.007393552,0.036462743,0.013382452,0.04140146,0.0067588715,0.010697497,0.0037958943],"category_scores_gemma":[0.56174654,0.0033570586,0.004603581,0.019055506,0.06471722,0.037497215,0.029515784,0.017890716,0.00097351323],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015046004,0.00015981798,0.0038148782,0.010680098,0.0010893106,0.00023507612,0.021566974,0.0020791492,0.00056808506,0.8061162,0.004371006,0.14916901],"study_design_scores_gemma":[0.00016074681,0.00021491313,0.001007232,0.014465973,0.00036726845,0.00014686276,0.0051915525,0.0036082838,0.000555626,0.9474491,0.026707396,0.00012507674],"about_ca_topic_score_codex":0.0061979224,"about_ca_topic_score_gemma":0.008689695,"teacher_disagreement_score":0.45487028,"about_ca_system_score_codex":0.02436486,"about_ca_system_score_gemma":0.045171127,"threshold_uncertainty_score":0.5609361},"labels":[],"label_agreement":null}]}